relation extraction

Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025 Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities NAACL 2025 Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025 From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025 GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction EMNLP 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025 GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation ICLR 2025 HARE: an entity and relation centric evaluation framework for histopathology reports EMNLP 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training COLING 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 LLM4RE: A Data-centric Feasibility Study for Relation Extraction COLING 2025 Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models EMNLP 2025 Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025 NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025 NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025